What we build
Veles builds custom AI analytics dashboards that solve one specific business question per surface. Not a generic BI tool with a thousand charts. A focused, role-specific dashboard that tells you what to do next.
The "AI" in the name does real work: anomaly detection on revenue or traffic, candidate or lead scoring, customer segmentation, natural-language summaries of what changed week over week. Where AI helps, we use it. Where a sorted table is the right answer, we ship a sorted table.
Typical analytics deliverables:
- Operator dashboard for the founder or general manager. The three or four metrics that drive the decision they are about to make this week
- Sales dashboard with pipeline health, lead scoring, and a ranked list of accounts that need a human touch today
- Customer-success dashboard with churn risk scoring, usage anomaly flags, and account-by-account context
- Recruitment scoring dashboard (see People Up): AI ranks candidates against role criteria, human-readable explanation per score, sortable + filterable by recruiter
- Owner dashboard (see Mobilni Market): one-screen view of inventory, orders, low-stock alerts, and a "what to promote tomorrow" suggestion from the AI
Where we pull data from
We connect to the messy reality of your stack. Most analytics projects fail because the data lives in five different places and no one wants to wire them up. We do that part.
- SaaS APIs: HubSpot, Salesforce, Stripe, Shopify, Notion, Slack, Calendly, ManyChat, Mailchimp, anything with a documented API or webhook
- Your databases: Postgres, MySQL, MongoDB, Snowflake, BigQuery, or whatever your engineering team already runs
- Spreadsheets: the Google Sheet your finance person updates every Monday is a perfectly valid data source. We read it directly
- Custom systems: in-house back-office software, legacy ERPs, ticketing tools that "do not have an API" (they usually do, just buried)
- Manual entry: when no API exists, we build a clean entry surface so the data stays current
How it works
1. Discovery. A 30-minute call. You walk us through the decision you are trying to make. We ask the questions that turn "I want a dashboard" into "I want to know X by Wednesday so I can do Y."
2. Scope and estimate. We map the dashboard into milestones: which data sources, which AI features (scoring, anomaly detection, segmentation), which views, which alerts. Fixed-price estimate. See our scoping methodology.
3. Build. Weekly demos. By week 2 you usually have a working dashboard with mock data; by week 4 it is reading from real sources; by week 6 it is in production with the alerts wired up.
4. Launch and operate. We deploy, monitor for two weeks, and tune the alert thresholds against real traffic. After that, hand off the code or stay on a monthly retainer that includes dashboard tweaks, new metric additions, and integration maintenance when third-party APIs change.
Why custom over Looker / Tableau / Metabase
Off-the-shelf BI tools (Looker Studio, Tableau, Metabase, Mode, Power BI) are great when:
- You have a data warehouse already
- Your team has a dedicated analyst who lives in the tool
- The questions are well-defined and stable
They fall apart when:
- Your data lives in 5 SaaS products + a Google Sheet + a Postgres database, and no warehouse glues them
- The AI features you want (scoring, anomaly detection, NL summaries) are not in the tool's default feature set
- You want a role-specific dashboard, not "another BI tool to learn"
- You want to own the code and stop paying per-seat fees forever
Custom AI analytics dashboards from Veles are the right answer when off-the-shelf BI tools are either too generic or too operator-unfriendly for the people who need to use them.
Who we work with
- Founders and operators who want one dashboard that tells them what to do today, not a BI license they will never log into
- B2B teams with pipeline + customer-success data spread across HubSpot, Stripe, and a CSM's spreadsheet, who need a unified view
- Recruitment and HR teams that want AI-assisted scoring without buying a $50k ATS
- E-commerce operators who want a dashboard that combines orders, inventory, and customer messages in one place (see Mobilni Market)